Made by DATEXIS (Data Science and Text-based Information Systems) at Beuth University of Applied Sciences Berlin
Deep Learning Technology: Sebastian Arnold, Betty van Aken, Paul Grundmann, Felix A. Gers and Alexander Löser. Learning Contextualized Document Representations for Healthcare Answer Retrieval. The Web Conference 2020 (WWW'20)
Funded by The Federal Ministry for Economic Affairs and Energy; Grant: 01MD19013D, Smart-MD Project, Digital Technologies
The complete blood cell count is a blood panel that includes the overall WBC count and various subsets such as the absolute neutrophil count. Reference ranges for blood tests specify the typical counts in healthy people.
TLC- (Total leucocyte count):
Normal TLC in an adult person is 6000-8000WBC/mm^3 of blood.
DLC- (Differential leucocyte count):
Number/ (%) of different type of leucocyte in per cubic mm. of blood.
A normal eosinophil count is considered to be less than 0.65/L. Eosinophil counts are higher in newborns and vary with age, time (lower in the morning and higher at night), exercise, environment, and exposure to allergens. Eosinophilia is never a normal lab finding. Efforts should always be made to discover the underlying cause, though the cause may not always be found.
Criteria for the clinically defined diagnosis of lymphocyte-variant hypereosinophilia have not been strictly set forth. Diagnosis must first rule out other causes of eosinophilia and hypereosinophilia, such as those due to allergies, drug reactions, infestations, and autoimmune diseases as well as those associated with eosinophilic leukemia, clonal eosinophilia, systemic mastocytosis, and other malignancies (see causes of eosinophilia). Criteria for the diagnosis include findings of: a) long term hypereosinophila (i.e. eosinophil blood counts >1,500/microliter) plus physical findings and symptoms associated with the disease; b) bone marrow analysis showing abnormally high levels of eosinophils; c) elevated serum levels of Immunoglobulin E, other immunoglobulins, and CCL17; d) eosinophil infiltrates in afflicted tissues; e) increased numbers of blood and/or bone marrow T cells bearing abnormal immunophenotype cluster of differentiation markers as defined by fluorescence-activated cell sorting (see above section on Pathogenesis); f) abnormal T cell receptor arrangements as defined by polymerase chain reaction methods (see above section on Pathogenesis); and g) evidence of excessive IL-5 secretion by lymphocytes (see above section on Pathogenesis). In many clinical settings, however, studies on the T cell receptor and IL-5 are not available and therefore not routine parts of the diagnostic work-up or criteria for the disease. The finding of T cells bearing abnormal immunophenotype cluster of differentiation markers is critical to making the diagnosis.
Treatments used to combat autoimmune diseases and conditions caused by eosinophils include:
- corticosteroids – promote apoptosis. Numbers of eosinophils in blood are rapidly reduced
- monoclonal antibody therapy – e.g., mepolizumab or reslizumab against IL-5, prevents eosinophilopoiesis
- antagonists of leukotriene synthesis or receptors
- imatinib (STI571) – inhibits PDGF-BB in hypereosinophilic leukemia
Monoclonal antibodies such as dupilumab and lebrikizumab target IL-13 and its receptor, which reduces eosinophilic inflammation in pateints with asthma due to lowering the number of adhesion molecules present for eosinophils to bind to, thereby decreasing inflammation. Mepolizumab and benralizumab are other treatment options that target the alpha subunit of the IL-5 receptor, thereby inhibiting its function and reducing the number of developing eosinophils as well as the number of eosinophils leading to inflammation through antibody-dependent cell-mediated cytotoxicity and eosinophilic apoptosis.
Lymphocyte-variant hypereosinophilia usually takes a benign and indolent course. Long term treatment with corticosteroids lowers blood eosinophil levels as well as suppresses and prevents complications of the disease in >80% of cases. However, signs and symptoms of the disease recur in virtually all cases if corticosteroid dosages are tapered in order to reduce the many adverse side effects of corticosteroids. Alternate treatments used to treat corticosteroid resistant disease or for use as corticosteroid-sparing substitutes include interferon-α or its analog, Peginterferon alfa-2a, Mepolizumab (an antibody directed against IL-5), Ciclosporin (an Immunosuppressive drug), imatinib (an inhibitor of tyrosine kinases; numerous tyrosine kinase cell signaling proteins are responsible for the growth and proliferation of eosinophils {see clonal eosinophilia}), methotrexate and Hydroxycarbamide (both are chemotherapy and immunosuppressant drugs), and Alemtuzumab (a antibody that binds to the CD52 antigen on mature lymphocytes thereby marking them for destruction by the body). The few patients who have been treated with these alternate drugs have exhibited good responses in the majority of instances. Reslizumab, a newly developed antibody directed against interleukin 5 that has been successfully used to treat 4 patients with the hypereosinophilic syndrome, may also be of use for lymphocyte-variant eosinophilia. Patients suffering minimal or no disease complications have gone untreated.
In 10% to 25% of patients, mostly 3 to 10 years after initical diagnosis, the indolent course of lymphocyte-variant hypereosinophilia changes. Patients exhibit rapid increases in lymphadenopathy, spleen size, and blood cell numbers, some cells of which take on the appearance of immature and/or malignant cells. Their disease soon thereafter escalates to an angioimmunoblastic T-cell lymphoma, peripheral T cell lymphoma, Anaplastic large-cell lymphoma (which unlike most lymphomas of this type is Anaplastic lymphoma kinase-negative), or Cutaneous T cell lymphoma. The malignantly transformed disease is aggressive and has a poor prognosis. Recommended treatment includes chemotherapy with Fludarabine, Cladribine, or the CHOP combination of drugs followed by bone marrow transplantation.
Granulocytopenia is an abnormally low concentration of granulocytes in the blood. This condition reduces the body's resistance to many infections. Closely related terms include agranulocytosis (etymologically, "no granulocytes at all"; clinically, granulocyte levels less than 5% of normal) and neutropenia (deficiency of neutrophil granulocytes). Granulocytes live only one to two days in circulation (four days in spleen or other tissue), so transfusion of granulocytes as a therapeutic strategy would confer a very short-lasting benefit. In addition, there are many complications associated with such a procedure.
There is usually a granulocyte chemotactic defect in individuals suffering from insulin-dependent diabetes mellitus.
Diagnosis is by complete blood count (CBC). However, in some cases, a more accurate absolute eosinophil count may be needed. Medical history is taken, with emphasis on travel, allergies and drug use. Specific test for causative conditions are performed, often including chest x-ray, urinalysis, liver and kidney function tests, and serologic tests for parasitic and connective tissue diseases. The stool is often examined for traces of parasites (i.e. eggs, larvae, etc.) though a negative test does not rule out parasitic infection; for example, trichinosis requires a muscle biopsy. Elevated serum B or low white blood cell alkaline phosphatase, or leukocytic abnormalities in a peripheral smear indicates a disorder of myeloproliferation. In cases of idiopathic eosinophilia, the patient is followed for complications. A brief trial of corticosteroids can be diagnostic for allergic causes, as the eosinophilia should resolve with suppression of the immune over-response. Neoplastic disorders are diagnosed through the usual methods, such as bone marrow aspiration and biopsy for the leukemias, MRI/CT to look for solid tumors, and tests for serum LDH and other tumor markers.
Gleich's syndrome, which may be a form of lymphocyte-variant hypereosinophilia, involves hypereosinophilia, elevated blood levels of IgM antibodies, and clonal expansion of T cells. Similar to lymphocyte=variant hypereosinophilia, the increased levels of blood eosinophils in Gleich's syndrome is thought to be secondary to the secretion of eosinophil-stimulating cytokines by a T cell clone(s).
An increase in eosinophils, i.e., the presence of more than 500 eosinophils/microlitre of blood is called an eosinophilia, and is typically seen in people with a parasitic infestation of the intestines; autoimmune and collagen vascular disease (such as rheumatoid arthritis) and Systemic lupus erythematosus; malignant diseases such as eosinophilic leukemia, clonal hypereosinophilia, and Hodgkin's disease; lymphocyte-variant hypereosinophilia; extensive skin diseases (such as exfoliative dermatitis); Addison's disease and other causes of low corticosteroid production (corticosteroids suppress blood eosinophil levels); reflux esophagitis (in which eosinophils will be found in the squamous epithelium of the esophagus) and eosinophilic esophagitis; and with the use of certain drugs such as penicillin. But, perhaps the most common cause for eosinophilia is an allergic condition such as asthma. In 1989, contaminated L-tryptophan supplements caused a deadly form of eosinophilia known as eosinophilia-myalgia syndrome, which was reminiscent of the Toxic Oil Syndrome in Spain in 1981.
Eosinophils play an important role in asthma as the number of accumulated eosinophils corresponds to the severity of asthmatic reaction. Eosinophilia in mice models are shown to be associated with high interleukin-5 levels. Furthermore, mucosal bronchial biopsies conducted on patients with diseases such as asthma have been found to have higher levels of interleukin-5 leading to higher levels of eosinophils. The infiltration of eosinophils at these high concentrations causes an inflammatory reaction. This ultimately leads to airway remodelling and difficulty of breathing.
Eosinophils can also cause tissue damage in the lungs of asthmatic patients. High concentrations of eosinophil major basic protein and eosinophil-derived neurotoxin that approach cytotoxic levels are observed at degranulation sites in the lungs as well as in the asthmatic sputum.
Granulocytes are a category of white blood cells characterized by the presence of granules in their cytoplasm. They are also called polymorphonuclear leukocytes (PMN, PML, or PMNL) because of the varying shapes of the nucleus, which is usually lobed into three segments. This distinguishes them from the mononuclear agranulocytes. In common parlance, the term "polymorphonuclear leukocyte" often refers specifically to "neutrophil granulocytes", the most abundant of the granulocytes; the other types (eosinophils, basophils, and mast cells) have lower numbers. Granulocytes are produced via granulopoiesis in the bone marrow.
IgG4-related disease or Immunoglobulin G4-related disease is a condition dacryoadenitis, sialadenitis, lymphadentitis, and pancreatitis (i.e. inflammation of the lacrimal glands, salivary glands, lymph nodes, and pancreas, respectively) plus retroperitoneal fibrosis. Less commonly, almost any other organ or tissue except joints and brain may be beleaguered by the inflammatory disorder. About 1/3 of cases exhibit eosinophilia or, rarely, hypereosinophilia. This increase in blood eosinophil count is often associated with abnormal T-lymphocyte clones (e.g increased numbers of CD4 negative, CD7 positive T cells, CD3 negative, CD4 positive T cells, or CD3 positive, CD4 negative, CD8 negative T cells) and is thought to be secondary to these immunological disturbances. The disorder often exhibits are recurrent-relapsing course and is highly responsive to corticosteroids or rituximab as first-line therapy and interferon gamma as second-line therapy.
Neutrophils (also known as neutrocytes) are the most abundant type of granulocytes and the most abundant (40% to 70%) type of white blood cells in most mammals. They form an essential part of the innate immune system. Their functions vary in different animals.
They are formed from stem cells in the bone marrow. They are short-lived and highly motile, or mobile, as they can enter parts of tissue where other cells/molecules cannot. Neutrophils may be subdivided into segmented neutrophils and banded neutrophils (or bands). They form part of the polymorphonuclear cells family (PMNs) together with basophils and eosinophils.
The name "neutrophil" derives from staining characteristics on hematoxylin and eosin (H&E) histological or cytological preparations. Whereas basophilic white blood cells stain dark blue and eosinophilic white blood cells stain bright red, neutrophils stain a neutral pink. Normally, neutrophils contain a nucleus divided into 2–5 lobes.
Neutrophils are a type of phagocyte and are normally found in the bloodstream. During the beginning (acute) phase of inflammation, particularly as a result of bacterial infection, environmental exposure, and some cancers, neutrophils are one of the first-responders of inflammatory cells to migrate towards the site of inflammation. They migrate through the blood vessels, then through tissue, following chemical signals such as Interleukin-8 (IL-8), C5a, fMLP, Leukotriene B4 and HO in a process called chemotaxis. They are the predominant cells in pus, accounting for its whitish/yellowish appearance.
Neutrophils are recruited to the site of injury within minutes following trauma, and are the hallmark of acute inflammation; however, due to some pathogens being indigestible, they can be unable to resolve certain infections without the assistance of other types of immune cells.
Neutrophils display highly directional amoeboid motility in infected footpad and phalanges. Intravital imaging was performed in the footpad path of LysM-eGFP mice 20 minutes after infection with "Listeria monocytogenes".
Treatment is directed toward the underlying cause. However, in primary eosinophilia, or if the eosinophil count must be lowered, corticosteroids such as prednisone may be used. However, immune suppression, the mechanism of action of corticosteroids, can be fatal in patients with parasitosis.
In cardiovascular disease, increased white blood cell counts have been shown to indicate a worse prognosis.
In eosinophilic myocarditis, echocardiography typically gives non-specific and only occasional findings of endocardium thickening, left ventricular hypertrophy, left ventricle dilation, and involvement of the mitral and/or tricuspid valves. However, in acute necrotizing eosinophilic myocarditis, echocardiography usually gives diagnostically helpful evidence of a non-enlarged heart with a thickened and poorly contracting left ventricle. Gadolinium-based cardiac magnetic resonance imaging is the most useful non-invasive procedure for diagnosing eosinophilic myocarditis. It supports this diagnosis if it shows at least two of the following abnormalities: a) an increased signal in T2-weighted images; b) an increased global myocardial early enhancement ratio between myocardial and skeletal muscle in enhanced T1 images and c) one or more focal enhancements distributed in a non-vascular pattern in late enhanced T1-weighted images. Additionally, and unlike in other forms of myocarditis, eosinophilic myocarditis may also show enhanced gadolinium uptake in the sub-endocardium. However, the only definitive test for eosinophilic myocarditis in cardiac muscle biopsy showing the presence of eosinophilic infiltration. Since the disorder may be patchy, multiple tissue samples taken during the procedure improve the chances of uncovering the pathology but in any case negative results do not exclude the diagnosis.
An increase in eosinophil granulocyte is known as eosinophilia.
Granulocytosis can be a feature of a number of diseases:
- Infection, especially bacterial
- Malignancy, most notably leukemia (it is the main feature of chronic myelogenous leukemia, CML)
- Autoimmune disease
Most patients with "ETV6-ACSL6"-related disease present with findings similar to eosinophilia, hypereosinophila, or chronic eosinophilic leukemia; at least 4 cases presented with eosinophilia plus findings of the red blood cell neoplasm, polycythemia vera; three cases resembled acute myelogenous leukemia; and one case presented with findings of a combined Myelodysplastic syndrome/myeloproliferative neoplasm. Best treatments for "ETV6-ACSL6"-related disease are unclear. Patients with the polycythemia vera form of the disease have been treated by reducing the circulating red blood cell load by phlebotomy or suppressing red blood cell formation using hydroxyurea. Individual case studies report that "ETV6-ACSL6"-associated disease is insensitive to tyrosine kinase inhibitors. Best treatment currently available, therefore, may involve chemotherapy and bone marrow transplantion.
Below are blood reference ranges for various types leucocytes/WBCs. The 97.5 percentile (right limits in intervals in image, showing 95% prediction intervals) is a common limit for defining leukocytosis.
The European Medicines Agency (EMA) estimated the prevalence of HES at the time of granting orphan drug designation for HES in 2004 at 1.5 in 100,000 people, corresponding to a current prevalence of about 8,000 in the EU, 5,000 in the U.S., and 2,000 in Japan.
Patients who lack chronic heart failure and those who respond well to Prednisone or a similar drug have a good prognosis. However, the mortality rate rises in patients with anaemia, chromosomal abnormalities or a very high white blood cell count.
Lymphocyte-variant hypereosinophilia is a rare disease in which eosinophilia is caused by aberrant T cell lymphocytes which secrete cytokines (e.g. interleukin-5) that stimulate the proliferation of eosinophil precursor cells. The disease, which occasionally proceeds to a malignant lymphocytic phase, clearly reflects a clonal disturbance in lymphocytes, not eosinophils, and therefore is not a clonal hypereosinophilia. Similar non-clonal eosinophilia due to eosinophil precursor cell stimulation by clonal malignant cells is sometimes seen in cases of Hodgkin disease, B-cell lymphoma, T-cell lymphomas, T cell leukemias, and Langerhans cell histiocytosis. Other hematological diseases are associated with eosinophilia but regarded as clonal eosinophilia associated with a more important clonal malignancy in another cell type. For example, eosinophilia occurs in 20% to 30% of patients with systemic mastocytosis. Also referred to as SM-eo (systemic mastocytosis with eosinophilia) or SM-SEL (systemic mastocytosis with chronic eosinophilic leukemia), this disease's clonal eosinophils bear the same driving mutation, D816V in the"KIT" gene, as the clonal mast cells.
In the heart, there are two forms of the hypereosinophilic syndrome, endomyocardial fibrosis and Loeffler's endocarditis.
- Endomyocardial fibrosis (also known as Davies disease) is seen in tropical areas.
- Loeffler's endocarditis does not have any geographic predisposition.
Eosinophilic myocarditis is inflammation in the heart muscle that is caused by the infiltration and destructive activity of a type of white blood cell, the eosinophil. Typically, the disorder is associated with hypereosinophilia, i.e. an eosinophil blood cell count greater than 1,500 per microliter (normal 100 to 400 per microliter). It is distinguished from the other form of myocarditis which is caused by other types of white blood cell, lymphocytes and monocytes, as well as two respective descendants of these cells, NK cells and macrophages. This distinction is important because the eosinophil-based disorder is due to a particular set of underlying diseases and preferred treatments that differ from those for non-eosinophilic myocarditis.
Eosinophilic myocarditis is often viewed as a disorder that has three progressive stages. The first is an inflammatory stage of eosinophilic myocarditis, a thrombotic stage wherein the endocardium (i.e. interior wall) of the diseased heart forms blood clots which break off and travel to another part of the body through the arteries to dominate the clinical presentation. The second stage is a fibrotic stage wherein scarring replaces damaged heart muscle tissue to cause a clinical presentation dominated by a poorly contracting heart and cardiac valve disease. Perhaps less commonly, eosinophilic myocarditis, eosinophilic thrombotic myocarditis, and eosinophilic fibrotic myocarditis are viewed as three separate but sequentially linked disorders in a spectrum of disorders termed eosinophilic cardiac diseases. The focus here is on eosinophilic myocarditis as a distinct disorder separate from its thrombotic and fibrotic sequelae.
Eosinophilic myocarditis is a rare disorder. It is usually associated with, and considered secondary to, an underlying cause for the pathological behavior of the eosinophils such a toxic reaction to a drug (one of its more common causes in developed nations), the consequence of certain types of parasite and protozoan infections (a more common cause of the disorder in areas with these infestations), or the result of excessively high levels of activated blood eosinophils due to a wide range of other causes. The specific treatment (i.e. treatment other than measures to support the cardiovascular system) of eosinphilic myocarditis differs from the specific treatment of other forms of myocarditis in that it focus on relieving the underling reason for the excessively high numbers and hyperactivity of eosinophils as well as on inhibiting the pathological actions of these cells.
The first stage involves exposing the skin to Aspergillus fumigatus antigens; an immediate reaction is hallmark of ABPA. The test should be performed first by skin prick testing, and if negative followed with an intradermal injection. Overall sensitivity of the procedure is around 90%, though up to 40% of asthmatic patients without ABPA can still show some sensitivity to Aspergillus antigens (a phenomenon likely linked to a less severe form of ABPA termed severe asthma with fungal sensitization (SAFS)).
Serum blood tests are an important marker of disease severity, and are also useful for the primary diagnosis of ABPA. When serum IgE is normal (and patients are not being treated by glucocorticoid medications), ABPA is excluded as the cause of symptoms. A raised IgE increases suspicion, though there is no universally accepted cut-off value. Values can be stated in international units (IU/mL) or ng/mL, where 1 IU is equal to 2.4 ng/mL. Since studies began documenting IgE levels in ABPA during the 1970s, various cut-offs between 833–1000 IU/mL have been employed to both exclude ABPA and to warrant further serological testing. Current consensus is that a cut-off of 1000 IU/mL should be employed, as lower values are encountered in SAFS and asthmatic sensitization.
IgG antibody precipitin testing from serum is useful, as positive results are found in between 69–90% of patients, though also in 10% of asthmatics with and without SAFS. Therefore, it must be used in conjunction with other tests. Various forms exist, including enzyme-linked immunosorbent assay (ELISA) and fluorescent enzyme immunoassay (FEIA). Both are more sensitive than conventional counterimmunoelectrophoresis. IgG may not be entirely specific for ABPA, as high levels are also found in chronic pulmonary aspergillosis (CPA) alongside more severe radiological findings.
Until recently, peripheral eosinophilia (high eosinophil counts) was considered partly indicative of ABPA. More recent studies show that only 40% of ABPA sufferers present with eosinophilia, and hence a low eosinophil count does not necessary exclude ABPA; for example patients undergoing steroid therapy have lower eosinophil counts.
Leukocytosis is very common in acutely ill patients. It occurs in response to a wide variety of conditions, including viral, bacterial, fungal, or parasitic infection, cancer, hemorrhage, and exposure to certain medications or chemicals including steroids.
For lung diseases such as pneumonia and tuberculosis, WBC count is very important for the diagnosis of the disease, as leukocytosis is usually present.
The mechanism that causes leukocytosis can be of several forms: an increased release of leukocytes from bone marrow storage pools, decreased margination of leukocytes onto vessel walls, decreased extravasation of leukocytes from the vessels into tissues, or an increase in number of precursor cells in the marrow.
Certain medications, including corticosteroids, lithium and beta agonists, may cause leukocytosis.